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Joris de Jong Profile picture
@Jorisdejong4561
Jun 12 • 11 tweets • 5 min read Twitter logo Read on Twitter
Want to get into AI, but don't know where to start?

Here's a list of the 10 best free courses on EdX.

🧵

P.S.: I stole this list from @mashable 🤫

#AI #indiehacker #coding
1. AI Chatbots without programming by @IBM

This course will teach you how to build, analyze, deploy and monetize chatbots - with the help of IBM Watson and the power of AI.

edx.org/course/AI-chat…
2. AI for Everyone: Master the Basics by @IBM

Learn what Artificial Intelligence (AI) is by understanding its applications and key concepts including machine learning, deep learning and neural networks.

edx.org/course/artific…
3. AI for Leaders by Babson College

AI for Leaders features a series of lessons with video lectures, real world case studies, and hands on practice sessions that will help you learn the skills you need to advance your company and career.

edx.org/course/ai-for-…
4. AI for Teachers

AI for Teachers is an activity focused, self-paced course designed to help educators prepare themselves and their students for a future which is becoming increasingly automated

Something for you? @Pau1Matthews

edx.org/course/ai-for-…
5. CS50's Introduction to Artificial Intelligence with Python by Harvard

Learn to use machine learning in Python in this introductory course on artificial intelligence.

edx.org/course/cs50s-i…
6. Data and AI Fundamentals by Linux Foundation

Learn the fundamentals of Artificial Intelligence with a combination of AI fundamentals and an overview of the rich Linux Foundation AI & Data projects ecosystem.

edx.org/course/data-an…
7. Data Ethics, AI and Responsible Innovation

Who stands to gain from AI and who is put at risk? How can we ensure that data is part of a just world? This course explores these increasingly important topics.

What do you think of this one @AI_ChrisK?

edx.org/course/Data-Et…
8. Data Science: Machine Learning by Harvard

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.

edx.org/course/data-sc…
9. Google AI for Anyone by Google

A course for anyone to learn what AI is and how it works.

edx.org/course/google-…
10. Machine Learning by Georgia Tech

Learn about machine learning, the area of artificial intelligence (AI) that is concerned with computational artifacts that modify and improve performance through experience.

edx.org/course/machine…

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More from @Jorisdejong4561

Joris de Jong Profile picture
Jun 14
ChatGPT is great for studying.

But did you know you can use it to help you prepare for specific exams?

With the power of @LangChainAI you can!

Here's a 9-step breakdown including code: 🧵

#AI #study #buildinpublic #indiehacker Image
1/9 A high-level overview:

1. Input: PDF of study material
⬇️
2. Process documents
⬇️
3. Generate questions based on study material and exam guidelines
⬇️
4. Answer the questions based on the study material

You could combine step 3 & 4, but separating them = better results👇
2/9 Let's dive into the code:

First, load and process data for question generation.

I'm using the new gpt-3.5-turbo-16k model for a larger context window.

Result: Less calls to the model and higher context-awareness Image
Read 10 tweets
Joris de Jong Profile picture
Jun 13
Are you excited about the future of #AI programming?

Meet Mojo🔥, the new programming language optimized for AI, with a 35,000x performance boost over Python

Created by @Modular_AI , led by the great @clattner_llvm. (Google, Tesla, Apple, Swift)

Thread👇

#Mojo #coding Image
Mojo🔥 is a superset of Python

It provides the usability of one of the world's most popular languages, but with the performance of C & C++.

In fact, Mojo code has demonstrated 30k times speedup over Python!
But Mojo🔥 isn't just about speed.

It's about building a universal platform to tackle the complexity of modern AI & hardware systems.

Mojo's commitment to the Python ecosystem makes it unique among programming languages.
Read 12 tweets
Joris de Jong Profile picture
Jun 3
Strong prompts are key to getting great results from ChatGPT.

But managing 20 different ChatGPT tabs is a hassle.

With @LangChainAI's Multi Prompt Chain, you don't have to. It chooses the right prompt itself.

Example: Marketing vs business expert.

Let's dive in 🧵 Image
First, you have to decide which 'experts' you'd like to include.

I've chosen a marketing and business expert.

Then write the corresponding prompts. Image
Up next, assign the templates to the prompt info.

This list can be as long as you like.

Make sure you make the description of each prompt clear for the large language model. Image
Read 5 tweets
Joris de Jong Profile picture
Jun 1
Want to summarize YouTube videos?

With @LangChainAI you can. In < 30 lines of code! 🤯

I've added this to my LangChain Cheat Sheet Github Repo (this name's tooooo long). Link's in the thread.

Here's the breakdown in 6 steps 🧵 Image
1/6 Import the essentials.

Make sure you've installed all basic packages + YouTube Transcript API & PyTube. Image
2/6 Load your OpenAI API key.

Always make sure you're doing this in a secure way! Image
Read 9 tweets
Joris de Jong Profile picture
May 31
New colab!

@LangChainAI 🤝 @elastic

LangChain is a cutting-edge library to make large language models (LLMs) more usable and versatile.

In synergy with ElasticSearch, this powerful duo opens new doors in application development and search applications.

Let's dive in 🧵

#AI
LangChain is a toolbox providing a standard interface for LLMs & facilitating their integration with other tools.

It makes developing applications like chatbots, decision-making agents, and more, easier by blending LLMs with other computations & knowledge bases.
Who's it for?

@LangChainAI is perfect for developers looking to harness the potential of LLMs to build transformative applications.

From question-answering apps to intelligent agents, the scope of possibilities with LangChain is immense.
Read 8 tweets
Joris de Jong Profile picture
May 30
Windows has just released Dev Home - a centralized control center for developers!👨‍💻👩‍💻

With Dev Home, you can monitor your projects, set up your dev environment, connect to your developer accounts and tools, and create a Dev Drive for storage all in one place!🤯
Use customizable widgets on the dashboard to monitor workflows, track your dev projects, coding tasks, GitHub issues, pull requests, available SSH connections, and system performance!📈📊
Connect your GitHub account to Dev Home and begin creating customized GitHub widgets for your dashboard! Learn more about the Dev Home GitHub extension and how to set up Windows notifications.👨‍💻👩‍💻

Dev Home extensions power the functionality of Dev Home's customizable widgets.
Read 4 tweets

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